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acs-project

Pattern Recognition - GUI Face Recognition Algorithms + K-means examples

Face recognition algorithms

  • Nearest Neighbours
  • k Nearest Neighbours
  • Eigenfaces (2 versions)
  • Lanczos
  • Tensors Algorithm

Dataset: ORL (db folder) - 40 persons (400 images)
Within GUI one can select the Training/Test ratio.

Clustering algorithms

  • K-means (my implementation)
  • K-means (scikit)
  • Hierarchical (scikit)

Dataset: https://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones
Human Activity Recognition Using Smartphones Data Set (HAPT folder)

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